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1. 2024-06

Spatio-Temporal Graph Neural Network for Traffic Prediction Based on Adaptive Neighborhood Selection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 641-655

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2. 2024-06

Hierarchical Automated Machine Learning Approach for Self-Optimizable Driving Distraction Recognition Based on Driver’s Lane-Keeping Performance

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 301-317

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3. 2024-06

Traffic Safety Assessment with Integrated Communication System of Connected and Automated Vehicles at Signalized Intersections

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 956-971

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4. 2024-06

Predictive Modeling for Highway Pavement Rutting: A Comparative Analysis of Auto-Machine Learning and Structural Equation Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 724-737

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5. 2024-06

Shortest Path Problems with a Crash Risk Objective

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 284-300

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6. 2024-06

Predicting University Campus Parking Demand Using Machine Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 14-26

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7. 2024-06

Prediction of Car-Following Behavior of Autonomous Vehicle and Human-Driven Vehicle Based on Drivers’ Memory and Cooperation With Lead Vehicle

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 248-266

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8. 2024-06

Prediction of Pavement Overall Condition Index Based on Wrapper Feature-Selection Techniques Using Municipal Pavement Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 208-221

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9. 2024-05

Multi-Objective Deep Reinforcement Learning for Crowd Route Guidance Optimization

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 617-633

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10. 2024-05

Urban-Road Average-Speed Prediction Method Based on Graph Convolutional Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 771-788

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11. 2024-05

Reinforcement Learning for Dynamic Pricing of Shared-Use Autonomous Mobility Systems Considering Heterogeneous Users: Model Development and Scenario Testing

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 758-770

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12. 2024-05

National-Level Multimodal Origin–Destination Estimation Based on Passively Collected Location Data and Machine Learning Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 525-541

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13. 2024-05

Considering the Spatial Structure of the Road Network in Pavement Deterioration Modeling

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 153-161

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14. 2024-05

Winter Road Surface Condition Recognition Using Semantic Segmentation and the Generative Adversarial Network: A Case Study of Iowa, U.S.A.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 184-195

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15. 2024-04

Trajectory-Based Spatiotemporal Multi-Task Multi-Graph Network for Traffic State Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 659-673

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16. 2024-04

Detecting School Zones on Florida’s Public Roadways Using Aerial Images and Artificial Intelligence (AI2)

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 622-636

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17. 2024-04

Spatio-Temporal Fusion of LiDAR and Camera Data for Omnidirectional Depth Perception

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 308-322

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18. 2024-04

Predictive Speed Harmonization Using Machine Learning in Traffic Flow with Connected and Automated Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 398-414

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19. 2024-04

Travel Time Prediction Utilizing Hybrid Deep Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 56-65

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20. 2024-04

eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 189-202

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21. 2024-04

A Deep Learning-Informed Design Scheme for Shear Friction at Concrete-to-Concrete Interface: Recommendations for Inclusion in AASHTO LRFD Guidelines

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 66-74

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22. 2024-03

Automated Data Feature Extraction from Bridge Plans

NCHRP-IDEA Program Project Final Report, Issue 230, 67p

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23. 2024-03

Travel Time Reliability Prediction Using Random Forests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 531-545

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24. 2024-03

Parameter Adaptive Research of Automatic Train Control Algorithm Based on Sliding Mode PID

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 728-741

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25. 2024-03

Bayesian Global Optimization Gated Recurrent Unit Model for Human-Driven Vehicle Lane-Change Trajectory Prediction Considering Hyperparameter Optimization

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 560-572

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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